Download the fantastic book titled 3D Surface Reconstruction written by Francesco Bellocchio, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "3D Surface Reconstruction", which was released on 28 October 2012. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of 3D Surface Reconstruction by Francesco Bellocchio PDF
3D Surface Reconstruction: Multi-Scale Hierarchical Approaches presents methods to model 3D objects in an incremental way so as to capture more finer details at each step. The configuration of the model parameters, the rationale and solutions are described and discussed in detail so the reader has a strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and makes the process even more clear and engaging. Innovative approaches, based on two popular machine learning paradigms, namely Radial Basis Functions and the Support Vector Machines, are also introduced. These paradigms are innovatively extended to a multi-scale incremental structure, based on a hierarchical scheme. The resulting approaches allow readers to achieve high accuracy with limited computational complexity, and makes the approaches appropriate for online, real-time operation. Applications can be found in any domain in which regression is required. 3D Surface Reconstruction: Multi-Scale Hierarchical Approaches is designed as a secondary text book or reference for advanced-level students and researchers in computer science. This book also targets practitioners working in computer vision or machine learning related fields.
Detail About 3D Surface Reconstruction PDF
- Author : Francesco Bellocchio
- Publisher : Springer Science & Business Media
- Genre : Computers
- Total Pages : 167 pages
- ISBN : 1461456320
- Release Date : 28 October 2012
- PDF File Size : 11,6 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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